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Predicting transmembrane protein topology with a hidden markov model: application to complete genomes11Edited by F. Cohen

Journal of Molecular Biology · 2001 · Vol. 305(3) · pp. 567–580
Anders KroghB. LarssonGunnar von HeijneErik L. L. Sonnhammer
Machine Learning in BioinformaticsRNA and protein synthesis mechanismsGenomics and Phylogenetic StudiesMembrane topologyCaenorhabditis elegansTransmembrane proteinMembrane proteinNetwork topologyComputational biologyTransmembrane domainMarkov chainHidden Markov modelTopology (electrical circuits)

MeSH terms

AnimalsBacterial ProteinsFungal ProteinsMarkov ChainsMembrane ProteinsPlant ProteinsResearch DesignSensitivity and SpecificitySoftwareSolubilityReproducibility of ResultsGenomeProtein Structure, SecondaryPorinsComputational Biology

Funding

  • Danmarks Grundforskningsfond
  • Vetenskapsrådet
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12,890
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References
The detection and classification of membrane-spanning proteins
Biochimica et Biophysica Acta (BBA) - Biomembranes · 1985 · 839 citations
Membrane protein structure prediction
Journal of Molecular Biology · 1992 · 1,673 citations
Transmembrane helices predicted at 95% accuracy
Protein Science · 1995 · 669 citations
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Predicting transmembrane protein topology with a hidden markov model: application to complete genomes11Edited by F. Cohen · Scinovex